About the Authors

Ruslan Safarov

Roles Conceptualization, Project administration, Writing – review & editing

Affiliations Department of Chemistry, Faculty of Natural Sciences, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan, Department of Chemistry and Chemical Technology, Kh. Dosmukhamedov Atyrau University, Atyrau, Kazakhstan

Zhanat Shomanova

Roles Data curation, Funding acquisition, Validation

zshoman@yandex.ru (ZS); nosenko1980@yandex.ru (YN)

Affiliation Higher School of Natural Science, Margulan University, Pavlodar, Kazakhstan

Yuriy Nossenko

Roles Investigation, Methodology, Writing – original draft

zshoman@yandex.ru (ZS); nosenko1980@yandex.ru (YN)

Affiliation Higher School of Natural Science, Margulan University, Pavlodar, Kazakhstan

Eldar Kopishev

Roles Formal analysis, Resources

Affiliation Department of Chemistry, Faculty of Natural Sciences, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan

Zhuldyz Bexeitova

Roles Investigation, Writing – original draft

Affiliation Association of legal entities «Petrochemical Products Producers and Consumers Association (Petrochemical Association)», Astana, Kazakhstan

Emin Atasoy

Roles Software, Supervision, Visualization

Affiliation Department of Social Sciences Education, Faculty of Education, Bursa Uludağ University, Bursa, Turkey

Competing Interests

Authors declare no competing interests.